reconsi
Resampling Collapsed Null Distributions for Simultaneous Inference
Bioconductor version: Release (3.20)
Improves simultaneous inference under dependence of tests by estimating a collapsed null distribution through resampling. Accounting for the dependence between tests increases the power while reducing the variability of the false discovery proportion. This dependence is common in genomics applications, e.g. when combining flow cytometry measurements with microbiome sequence counts.
Author: Stijn Hawinkel [cre, aut] 
Maintainer: Stijn Hawinkel <stijn.hawinkel at psb.ugent.be>
citation("reconsi")):
Installation
To install this package, start R (version "4.4") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("reconsi")
For older versions of R, please refer to the appropriate Bioconductor release.
Documentation
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("reconsi")| Manual for the RCM pacakage | HTML | R Script |
| Reference Manual | ||
| NEWS | Text |
Details
| biocViews | FlowCytometry, Metagenomics, Microbiome, MultipleComparison, Software |
| Version | 1.18.0 |
| In Bioconductor since | BioC 3.11 (R-4.0) (4.5 years) |
| License | GPL-2 |
| Depends | |
| Imports | phyloseq, ks, reshape2, ggplot2, stats, methods, graphics, grDevices, matrixStats, Matrix |
| System Requirements | |
| URL | |
| Bug Reports | https://github.com/CenterForStatistics-UGent/reconsi/issues |
See More
| Suggests | knitr, rmarkdown, testthat |
| Linking To | |
| Enhances | |
| Depends On Me | |
| Imports Me | |
| Suggests Me | |
| Links To Me | |
| Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | reconsi_1.18.0.tar.gz |
| Windows Binary (x86_64) | reconsi_1.18.0.zip |
| macOS Binary (x86_64) | reconsi_1.18.0.tgz |
| macOS Binary (arm64) | reconsi_1.17.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/reconsi |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/reconsi |
| Bioc Package Browser | https://code.bioconductor.org/browse/reconsi/ |
| Package Short Url | https://bioconductor.org/packages/reconsi/ |
| Package Downloads Report | Download Stats |